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Generative AI
Generative AI
A course introducing students to Generative AI and content generation.
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WARNING: PHOTOSENSITIVE EPILEPSY Some of the experiments produce light flashes that can potentially trigger seizures in people with photosensitive epilepsy.
Overview of this course
1. Overview
Introduction to this course
2. Introduction
Let's take a survey
lock3. Pre-survey
(requires student license or teacher account)
Taking Inspiration from nature
lock4. The technology behind GenAI
(requires student license or teacher account)
The building block of intelligence - the neuron
lock5. Artificial neuron
(requires student license or teacher account)
Test your understanding of artificial neurons
lock6. Artificial neuron quiz
(requires student license or teacher account)
Let's take a survey
lock7. Survey
(requires student license or teacher account)
We take a look deep inside the artificial neuron and learn how it works.
lock8. Inside the artificial neuron
(requires student license or teacher account)
Test your understanding of artificial neurons
lock9. Inside the artificial neuron quiz
(requires student license or teacher account)
What happens when neurons talk to each other?
lock10. Neuron sequence
(requires student license or teacher account)
Test your understanding of neural networks
lock11. Neuron sequence quiz
(requires student license or teacher account)
Let's take a survey
lock12. Survey
(requires student license or teacher account)
We teach an AI to recognise happy and sad Emojis.
lock13. Face recognition
(requires student license or teacher account)
Face recognition Quiz
lock14. Face recognition quiz
(requires student license or teacher account)
We teach an AI to predict the next word in a sentence.
lock15. Predicting the next word
(requires student license or teacher account)
Predicting the next word quiz
lock16. Predicting the next word quiz
(requires student license or teacher account)
We teach an AI to predict the next word in a sentence automatically by introducing a feedback loop.
lock17. Predicting the next word automatically
(requires student license or teacher account)
Predicting the next word automatically quiz
lock18. Predicting the next word automatically quiz
(requires student license or teacher account)
The AI predicts the next word in a sentence better by introducing more context
lock19. Predicting the next word automatically with better context
(requires student license or teacher account)
Word Context quiz
lock20. Word context quiz
(requires student license or teacher account)
Let's take a survey
lock21. Survey
(requires student license or teacher account)
Humpty Dumpty and Miss Muffet. What are they doing today?
lock22. Predicting the next word with feedback and better history
(requires student license or teacher account)
We explore how artificial intelligence creates images
Video
lock23. Stable diffusion: How GenAI makes images
(requires student license or teacher account)
We explore how artificial intelligence creates images quiz
lock24. Stable diffusion: How GenAI makes images quiz
(requires student license or teacher account)
We tell the AI what kind of images we want it to generate
Video
lock25. Stable Diffusion: Annotating images
(requires student license or teacher account)
How annotation influences image generation quiz
lock26. Stable Diffusion: Image annotation quiz
(requires student license or teacher account)
Let's take a survey
lock27. Survey
(requires student license or teacher account)
We explore the ethical implications of using GenAI
lock28. AI and Ethics
(requires student license or teacher account)
We explore data bias and its impact on the AI
lock29. Data bias in AI
(requires student license or teacher account)
Ethics and bias quiz
lock30. Ethics and bias quiz
(requires student license or teacher account)
We explore how an AI learns through subtle changes to its network.
lock31. How does an AI learn? Changing Weights
(requires student license or teacher account)
We explore how an AI learns through subtle changes to its network.
lock32. How does an AI learn? 3D Simulation
(requires student license or teacher account)
We explore how an AI learns quiz
lock33. How does an AI learn quiz
(requires student license or teacher account)
We explore how neural networks can adapt to adversity
lock34. Resilient AI
(requires student license or teacher account)
We explore how neural networks can adapt to adversity quiz
lock35. Resilient AI quiz
(requires student license or teacher account)
Learning Reflections
lock36. What have we learned?
(requires student license or teacher account)
Tell us about your experiences with this course
lock37. This is the last survey - promised!
(requires student license or teacher account)
What have we learned?
lock38. Summary
(requires student license or teacher account)